1.Application of health big data in hospital-based cancer screening study
Chenran WANG ; Zeming GUO ; Xiaoyue SHI ; Yadi ZHENG ; Zilin LUO ; Jiaxin XIE ; Xiaolu CHEN ; Jibin LI ; Yongjie XU ; Wei CAO ; Fei WANG ; Xuesi DONG ; Ni LI ; Jie HE
Chinese Journal of Epidemiology 2025;46(7):1297-1303
This paper focuses on the application of health big data in cancer screening. Firstly, the sources and characteristics of health big data are introduced, then the commonly used epidemiological designs and analytical techniques in hospital-based cancer screening studies are summarized and the application scenarios of such studies are described. Finally, the challenges and future development in the application of health big data are analyzed to provide reference for the future studies.
2.Application of health big data in hospital-based cancer screening study
Chenran WANG ; Zeming GUO ; Xiaoyue SHI ; Yadi ZHENG ; Zilin LUO ; Jiaxin XIE ; Xiaolu CHEN ; Jibin LI ; Yongjie XU ; Wei CAO ; Fei WANG ; Xuesi DONG ; Ni LI ; Jie HE
Chinese Journal of Epidemiology 2025;46(7):1297-1303
This paper focuses on the application of health big data in cancer screening. Firstly, the sources and characteristics of health big data are introduced, then the commonly used epidemiological designs and analytical techniques in hospital-based cancer screening studies are summarized and the application scenarios of such studies are described. Finally, the challenges and future development in the application of health big data are analyzed to provide reference for the future studies.
3.Hypoperfusion intensity ratio of CT perfusion for predicting infarct core progression and prognosis of acute ischemic stroke
Yao LU ; Wenbo CAO ; Jingkai LI ; Miao ZHANG ; Xiaolu FEI ; Jie LU
Chinese Journal of Medical Imaging Technology 2025;41(5):718-722
Objective To observe the value of hypoperfusion intensity ratio(HIR)of CT perfusion(CTP)for predicting infarct core progression and prognosis of acute ischemic stroke(AIS).Methods Totally 271 AIS patients were retrospectively enrolled and divided into rapid progression group(group A,n=92)and slow progression group(group B,n=179)according to infarction growth rate(IGR).Clinical data,CTP parameters,treatment strategies and patients' outcome were compared between groups.Receiver operating characteristic curve was drawn,the area under the curve(AUC)was calculated to evaluate the efficacy of HIR for predicting rapid progression in infarct core of AIS.The mediating relationships among HIR,IGR and modified Rankin scale(mRS)90 days after treatment were analyzed.Results Significant differences of National Institute of Health stroke scale(NIHSS)score,Alberta stroke program early CT score(ASPECTS),also of interval time between onset and CTP,infarct core volume,hypoperfusion volume,HIR,whether intravenous thrombolysis and mRS score 90 days after treatments were found between groups(all P<0.05).The AUC of HIR for predicting infarct core progression of AIS was 0.856,with sensitivity and specificity was 73.91%and 81.56%,respectively,when the optimal cutoff value was 0.42.IGR was a complete mediating variable between HIR and mRS score 90 days after treatment.Conclusion HIR of CTP could be used to effectively predict infarct core progression of AIS,which completely affected prognosis through mediating variable IGR.
4.Hypoperfusion intensity ratio of CT perfusion for predicting infarct core progression and prognosis of acute ischemic stroke
Yao LU ; Wenbo CAO ; Jingkai LI ; Miao ZHANG ; Xiaolu FEI ; Jie LU
Chinese Journal of Medical Imaging Technology 2025;41(5):718-722
Objective To observe the value of hypoperfusion intensity ratio(HIR)of CT perfusion(CTP)for predicting infarct core progression and prognosis of acute ischemic stroke(AIS).Methods Totally 271 AIS patients were retrospectively enrolled and divided into rapid progression group(group A,n=92)and slow progression group(group B,n=179)according to infarction growth rate(IGR).Clinical data,CTP parameters,treatment strategies and patients' outcome were compared between groups.Receiver operating characteristic curve was drawn,the area under the curve(AUC)was calculated to evaluate the efficacy of HIR for predicting rapid progression in infarct core of AIS.The mediating relationships among HIR,IGR and modified Rankin scale(mRS)90 days after treatment were analyzed.Results Significant differences of National Institute of Health stroke scale(NIHSS)score,Alberta stroke program early CT score(ASPECTS),also of interval time between onset and CTP,infarct core volume,hypoperfusion volume,HIR,whether intravenous thrombolysis and mRS score 90 days after treatments were found between groups(all P<0.05).The AUC of HIR for predicting infarct core progression of AIS was 0.856,with sensitivity and specificity was 73.91%and 81.56%,respectively,when the optimal cutoff value was 0.42.IGR was a complete mediating variable between HIR and mRS score 90 days after treatment.Conclusion HIR of CTP could be used to effectively predict infarct core progression of AIS,which completely affected prognosis through mediating variable IGR.
5.A nomogram prediction model for poor outcome in patients with minor ischemic stroke
Chenchen LI ; Jiaxuan LI ; Ziwei CAO ; Xiaolu HE ; Xiangzhu FAN ; Chi ZHANG
International Journal of Cerebrovascular Diseases 2024;32(4):241-246
Objective:To develop and evaluate a nomogram prediction model for poor outcome in patients with minor acute ischemic stroke (MIS) at 90 days after onset.Methods:Patients with MIS admitted to the Second People's Hospital of Hefei from January 2022 to June 2023 were retrospectively enrolled. At 90 days after onset, the modified Rankin Scale was used for outcome evaluation. <2 points were defined as good outcome and ≥2 points were defined as poor outcome. Multivariate logistic regression analysis was used to identify independent risk factors for poor outcome, and a nomogram prediction model was developed based on these factors. Results:A total of 177 patients with MIS were included, of which 61 (34.46%) had poor outcome. Multivariate logistic regression analysis showed that hypertension (odds ratio [ OR] 3.484, 95% confidence interval [ CI] 1.378-8.810; P=0.008), diabetes ( OR 2.936, 95% CI 1.301-6.625; P=0.009), National Institutes of Health Stroke Scale (NIHSS) score at admission ( OR 2.936, 95% CI 1.027-1.709; P=0.031) and systolic blood pressure at admission ( OR 1.083, 95% CI 1.053-1.115; P<0.001) were the independent risk factors for poor outcome. The established nomogram prediction model had a C-index of 0.828 and the area under the curve was 0.841 (95% CI 0.778-0.891). The calibration curve fitted well with the ideal curve. The clinical decision curve showed that the model had stronger clinical applicability. Conclusions:Hypertension, diabetes, NIHSS score and systolic blood pressure at admission are independent risk factors for poor outcome of patients with MIS. The nomogram based on the above factors has higher discriminative power and clinical value for predicting poor outcome in patients with MIS.
6.Repeated transcranial magnetic stimulation for post-stroke depression
Xiangzhu FAN ; Chenchen LI ; Ziwei CAO ; Xiaolu HE ; Fei LI ; Zhi ZHANG
International Journal of Cerebrovascular Diseases 2024;32(5):374-379
Post-stroke depression (PSD) is an important mental complication of stroke, affecting nearly 1/3 of stroke patients, seriously affecting patients' functional recovery and quality of life, and is associated with increased mortality of stroke patients. Traditional antidepressant treatments include medication and psychotherapy, but there may be problems with adverse reactions, tolerance, or limited effectiveness. Repetitive transcranial magnetic stimulation (rTMS), as a non-invasive neuroregulatory technique, offers a new treatment option for patients with PSD. This article reviews the application of rTMS in the treatment of PSD and its possible mechanism.
7.Application of 21-Gene test in adjuvant radiotherapy for early breast cancer
Xiaolu TANG ; Xin HUA ; Lu CAO ; Jiayi CHEN
Journal of Surgery Concepts & Practice 2024;29(3):270-276
Breast cancer is the most common malignant tumor in women.With the development of genomics technology and medical frontier technology,the systemic treatment of breast cancer has gradually entered the era of personalized medicine.However,the decision-making of adjuvant radiotherapy for breast cancer still mainly relies on traditional clinicopathological factors,and there is a lack of scientific and reliable tools to guide precise radiotherapy in different populations.Hormone receptor(HR)positive/human epidermal growth factor receptor 2(HER2)negative breast cancer is the most common molecular subtype of breast cancer.The 21-Gene recurrence score(RS)test(Oncotype Dx?,Genomic Health,Redwood City,CA)is a commercially available genomic test for breast cancer.In this article,we reviewed the current research evidence on the use of 21-Gene RS test for radiotherapy decision-making in HR-positive HER2-negative early breast cancer.Current clinical studies support the predictive value of 21-Gene RS test for adjuvant radiotherapy,and several large-scale prospective clinical studies in this area are underway.
8.Role of curcumin-mediated inhibition of inflammation in alleviating brain ischemia-reperfusion synaptic injury
Minghui ZHAO ; Honghong SHANG ; Fengqin LI ; Bingmei XYU ; Xiaolu CAO
Journal of Public Health and Preventive Medicine 2024;35(1):74-78
Objective To investigate the potential effect and mechanism of curcumin in inhibiting synaptic injury in the cortex of rats with cerebral ischemia-reperfusion. Methods Sprague-Dawley rats were divided into sham-operated group, model group, low-dose curcumin (50 mg/kg) group, and high-dose curcumin (100 mg/kg) group. A model of middle cerebral artery occlusion for 2 hours and reperfusion for 24 hours was constructed, and curcumin was administered. Based on the neurological function score, the effects of curcumin on cerebral infarct volume, synaptic ultrastructure changes, inflammatory cell infiltration, and the expression of NLRP3, Caspase-1, Synapsin1, and CAMKⅡ were observed after the end of the animal treatment. Results The neurological function scores were 0, 3.25±0.43, 2.50±0.50, and 1.50±0.50 for the sham-operated group, model group, low-dose curcumin group, and high-dose curcumin group, respectively. The percentage of cerebral infarct volume was 0, (38.89±2.21)%, (33.48±1.77)%, and (23.69±2.19)%, respectively. Compared with the sham operation group, the model group had severe synaptic ultrastructure damage, extensive inflammatory cell infiltration, significantly increased expression of Caspase-1 and NLRP3 (P < 0.5), and significantly decreased expression of Synapsin1 and CAMKⅡ (P < 0.5). Curcumin treatment significantly inhibited synaptic damage, reduced inflammatory cell infiltration, decreased the expression of Caspase-1 and NLRP3 (P < 0.5), and increased the expression of Synapsin1 and CAMKII (P < 0.5), when compared with the model group. Conclusion Ischemia-reperfusion-mediated synaptic injury in rat brain triggers an inflammatory response in cortical nerve cells, and curcumin alleviates synaptic damage and reduces brain injury by inhibiting inflammatory factor levels.
9.Application evaluation of cardiopulmonary exercise test to guide comprehensive pulmonary rehabilitation in patients with pneumoconiosis
Congxia YAN ; Baoping LI ; Fuhai SHEN ; Hong CAO ; Jing LI ; Lirong ZHANG ; Zhiping SUN ; Bowen HOU ; Lini GAO ; Xinyu LI ; Chaoyi MA ; Xiaolu LIU
Journal of Environmental and Occupational Medicine 2024;41(1):47-53
Background At present, the practice of pulmonary rehabilitation for pneumoconiosis in China is in a primary stage. The basis for formulating an individualized comprehensive pulmonary rehabilitation plan is still insufficient, which is one of the factors limiting the development of community-level rehabilitation work. Objective To formulate an exercise prescription based on maximum heart rate measured by cardiopulmonary exercise test (CPET), conduct an individualized comprehensive pulmonary rehabilitation program with the exercise prescription for patients with stable pneumoconiosis, and evaluate its role in improving exercise endurance and quality of life, thus provide a basis for the application and promotion of pulmonary rehabilitation. Methods A total of 68 patients were recruited from the Occupational Disease Prevention Hospital of Jinneng Holding Coal Industry Group Co., Ltd. from April to August 2022 , and were divided into an intervention group and a control group by random number table method, with 34 cases in each group. All the pneumoconiosis patients participated in a baseline test. The control group was given routine drug treatment, while the intervention group received multidisciplinary comprehensive pulmonary rehabilitation treatment on the basis of routine drug treatment, including health education, breathing training, exercise training, nutrition guidance, psychological intervention, and sleep management, whose exercise intensity was determined according to the maximum heart rate provided by CPET. The rehabilitation training lasted for 24 weeks. Patients were evaluated at registration and the end of study respectively. CPET was used to measure peak oxygen uptake per kilogram (pVO2/kg), anaerobic threshold (AT), carbon dioxide equivalent of ventilation (EqCO2), maximum metabolic equivalent (METs), and maximum work (Wmax). The modified British Medical Research Council Dyspnea Questionnaire (mMRC), Self-rating Anxiety Scale (SAS), Self-rating Depression Scale (SDS), Pittsburgh Sleep Quality Index (PSQI), Chronic Obstructive Pulmonary Disease Assessment Test (CAT), and Short Form of Health Survey (SF-36) were used to evaluate the potential effect of the comprehensive pulmonary rehabilitation program. Results Among the included 68 patients, 63 patients were having complete data, then 31 cases were assigned in the control group and 32 cases in the interventional group. Before the intervention, there was no significant difference in pVO2/kg, AT, EqCO2, METs, or Wmax between the two groups (P>0.05). At the end of the trail, the indicators like pVO2/kg [(19.81±2.38) mL·(min·kg)−1], AT [(14.48±2.33) mL·(min·kg)−1], METs (5.64±0.69), and Wmax [(85.25±14) W] of patients in the intervention group were all higher than those [(13.90±2.37) mL·(min·kg)−1, (11.70±1.94) mL·(min kg)−1, (3.97±0.70), and (61.77±14.72) W, respectively] in the control group (P<0.001); there was no significant difference in EqCO2 between the two groups (P=0.083). Before the trial, there was no significant difference in mMRC, SAS, SDS, PSQI, or CAT scores between the two groups (P>0.05). At the end of the trail, the mMRC score (1.16±0.57), SAS score (27.93±2.12), SDS score (26.48±1.44), PSQI score (1.08±0.88), and CAT score (4.34±3.28) of patients in the intervention group were lower than those [(2.03±0.83), (35.87±6.91), (34.23±6.65), (5.37±3.03), and (13.87±7.53), respectively] in the control group (P<0.001). The SF-36 scores of bodily pain (94.13±10.72), general health (87.50±5.68), vitality (95.31±5.53), mental health (99.88±0.71), and health changes (74.22±4.42) in the intervention group were higher than those [(71.87±32.72), (65.81±15.55), (74.52±16.45), (86.97±16.56), and (29.84±13.50), respectively] in the control group (P<0.001), and no significant difference was found in social functioning and role emotional scores (P>0.05). Conclusion Comprehensive pulmonary rehabilitation can increase the oxygen intake and exercise endurance of pneumoconiosis patients, ameliorate dyspnea symptoms, elevate psychological state and sleep quality, and improve the quality of life.
10.Effect of Sinisan on Oxidative Stress in Cholestatic Hepatitis Rats Based on Nrf2/HO-1 Signaling Pathway
Dan CAO ; Qi CHEN ; Xiaolu CHEN ; Linzhen CHEN ; Haiyan WANG ; Juhui HAO ; Wei ZHANG ; Zhiqiang MA
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(12):1-7
ObjectiveBased on the nuclear factor erythroid 2 related factor 2 (Nrf2)/heme oxygenase-1 (HO-1) signaling pathway, this paper explores the effect of Sinisan (SNS) on liver oxidative stress injury in cholestatic hepatitis rats and its mechanism. MethodThirty 6-week-old male SD rats were randomly divided into a control group, model group, low and high dose groups of SNS (2.5 and 5 g·kg-1) and ursodeoxycholic acid group (UDCA, 63 mg·kg-1), with six rats in each group. Rats were administrated for seven consecutive days. On the 5th day, the control group was given olive oil of 10 mL·kg-1, and the other groups were given alpha-naphthalene isothiocyanate (ANIT) of 80 mg·kg-1. The serum biochemical indicator levels of cholestasis and the content of antioxidant factors in rat liver were detected by enzyme-linked immunosorbent assay (ELISA). Hematoxylin-eosin (HE) staining was used to observe the pathological changes in liver tissue. The relative mRNA and protein expressions of Nrf2, HO-1, and quinone oxidoreductase 1 (NQO1) in liver tissue were detected by real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) and Western blot. ResultCompared with the control group, the model group showed a significant increase in the serum biochemical indicator levels of cholestasis and the content of antioxidant factors in liver tissue (P<0.01). There were obvious pathological changes in the model group such as the disordered arrangement of hepatocytes, obvious congestion and necrosis in the portal area, infiltration of inflammatory cells, and destruction of the interlobular bile duct. The relative mRNA and protein expressions of Nrf2, HO-1, and NQO1 in liver tissue were significantly down-regulated in the model group (P<0.05, P<0.01). Compared with the model group, the groups of SNS showed a significant decrease in the serum biochemical indicator levels of cholestasis and the content of antioxidant factors in liver tissue (P<0.01), and the pathological liver injury was obviously improved. The necrotic area was reduced, and the infiltration of inflammatory cells was decreased. In addition, there was a small amount of extravasated blood in the interlobular vein. The relative mRNA and protein expressions of Nrf2, HO-1, and NQO1 in liver tissue were significantly up-regulated (P<0.05, P<0.01). ConclusionSNS can significantly improve liver injury in cholestatic hepatitis rats, and its mechanism may be related to the inhibition of oxidative stress response mediated by the Nrf2/HO-1 signaling pathway.


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